| A novel wheezing detection approach based on constrained non-negative matrix factorization J Torre-Cruz, F Canadas-Quesada, J Carabias-Orti, P Vera-Candeas, ... Applied Acoustics 148, 276-288, 2019 | 16 | 2019 |
| A constrained tonal semi-supervised non-negative matrix factorization to classify presence/absence of wheezing in respiratory sounds J Torre-Cruz, F Canadas-Quesada, S García-Galán, N Ruiz-Reyes, ... Applied Acoustics 161, 107188, 2020 | 12 | 2020 |
| Monophonic and polyphonic wheezing classification based on constrained low-rank non-negative matrix factorization J De La Torre Cruz, FJ Cañadas Quesada, N Ruiz Reyes, S García Galán, ... Sensors 21 (5), 1661, 2021 | 11 | 2021 |
| Wheezing sound separation based on informed inter-segment non-negative matrix partial co-factorization J De La Torre Cruz, FJ Canadas Quesada, N Ruiz Reyes, ... Sensors 20 (9), 2679, 2020 | 10 | 2020 |
| Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds JDLT Cruz, FJC Quesada, JJC Orti, PV Candeas, NR Reyes Expert systems with applications 147, 113212, 2020 | 9 | 2020 |
| Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals J Torre-Cruz, D Martinez-Muñoz, N Ruiz-Reyes, AJ Muñoz-Montoro, ... Computer Methods and Programs in Biomedicine 221, 106909, 2022 | 8 | 2022 |
| Wheezing sound separation based on constrained non-negative matrix factorization J Torre-Cruz, F Canadas-Quesada, P Vera-Candeas, V Montiel-Zafra, ... Proceedings of the 2018 10th International Conference on Bioinformatics and …, 2018 | 5 | 2018 |
| An ambient denoising method based on multi-channel non-negative matrix factorization for wheezing detection AJ Muñoz-Montoro, P Revuelta-Sanz, D Martínez-Muñoz, J Torre-Cruz, ... The Journal of Supercomputing 79 (2), 1571-1591, 2023 | 4 | 2023 |
| An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation JDLT Cruz, FJC Quesada, D Martínez-Muñoz, NR Reyes, SG Galán, ... Applied Acoustics 182, 108229, 2021 | 3 | 2021 |
| Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals J Torre-Cruz, F Canadas-Quesada, N Ruiz-Reyes, P Vera-Candeas, ... Journal of Biomedical Informatics 145, 104475, 2023 | 2 | 2023 |
| Source localization using a spatial kernel based covariance model and supervised complex nonnegative matrix factorization AJ Muñoz-Montoro, V Montiel-Zafra, JJ Carabias-Orti, J Torre-Cruz, ... Proc. Int. Congress on Acoustics (ICA), 3321-3328, 2019 | 2 | 2019 |
| Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation P Revuelta-Sanz, AJ Muñoz-Montoro, J Torre-Cruz, ... | | 2023 |
| Automatic Robust Crackle Detection and Localization Approach Using AR-Based Spectral Estimation and Support Vector Machine LD Mang, JJ Carabias-Orti, FJ Canadas-Quesada, J de la Torre-Cruz, ... Applied Sciences 13 (19), 10683, 2023 | | 2023 |
| Algoritmos de procesado de señal basados en non-negative matrix factorization aplicados a la separación, detección y clasificación de sibilancias en señales de audio … J de la Torre Cruz Jaén: Universidad de Jaén, 2021 | | 2021 |
| Source Localization Using a Spatial Kernel Based Covariance Model and Supervised Complex Nonnegative Matrix Factorization AJM Montoro, V Montiel-Zafra, JJ Carabias-Orti, J Torre-Cruz, ... Universitätsbibliothek der RWTH Aachen, 2019 | | 2019 |
| Técnicas de segmentación y separación de fuentes J De-La-Torre-Cruz | | 2017 |
